ΔE00 VAL report

Run Summary
Checkpoint: ./checkpoints/results/bg2/full/xattn__resnet18__image+mean+meta__-focus-__layersnone__ts-2__s101__model=xattn__backbone=resnet18__features=image+mean+meta/xattn_resnet18_e070_de002.0523.pt
Modelxattn
Backboneresnet18
Featuresimage+mean+meta
Included folders['focus']
Color spacergb
Epochs100
Batch size32
Seed101
Token stage—
Pretrained—
Optimizer—
LR0.001
LR schedule—
Weight decay0.0001

Overview

count315
mean2.05231
std1.42399
median1.77651
mad0.682921
q11.14193
q32.49975
iqr1.35781
cv0.693848
p50.584356
p251.14193
p501.77651
p752.49975
p903.4619
p954.24903
p998.04495
p90_minus_p102.70215
p95_minus_p53.66467

Histogram: overall

Histogram: zoom

Per-folder stats

foldercountmeanstdmedianmadiqrcvp5p25p50p75p90p95p99p90_minus_p10p95_minus_p5
focus/samsung/samsung-6211.273030.5874471.102380.4562771.026810.4614560.5481690.7311781.102381.757991.908122.20412.436981.321051.65593
focus/samsung/samsung-7211.42310.6799641.286360.4037690.7953180.4778050.6373020.8825871.286361.67792.358312.613923.090181.648041.97662
focus/pixel/pixel-8211.850140.9025941.57460.55490.7523390.4878530.8197291.39111.57462.143442.851013.056134.440971.931372.2364
focus/pixel/pixel-7211.905760.8869211.850490.5963911.1470.4653910.8505361.199541.850492.346543.390553.433333.78382.503052.58279
focus/samsung/samsung-8211.936842.442441.272730.531021.452611.261040.3442990.8647481.272732.317362.716643.1936510.43992.138622.84935
focus/pixel/pixel-6212.007581.064592.026150.8182381.565920.5302840.781380.9564792.026152.52243.782934.127244.16742.941133.34586
focus/pixel/pixel-9212.027630.9554742.124370.8206551.370090.4712260.6871111.201572.124372.571653.149133.527863.988692.255942.84075
focus/iphone/iphone-11212.068590.8093182.109750.5178851.007510.3912410.9296971.564752.109752.572262.774732.859544.104761.53461.92984
focus/iphone/iphone-13212.08540.9976742.121540.543120.9484250.478410.7655081.578422.121542.526853.116613.480954.575072.31322.71544
focus/pixel/pixel-5212.141971.262871.849070.7104011.425160.5895810.7371471.239531.849072.664693.918734.069145.302482.942393.33199
focus/iphone/iphone-10212.215141.036592.33650.7991071.427780.4679560.4889621.513612.33652.941393.683453.78823.914013.127623.29924
focus/samsung/samsung-9212.219911.861691.701060.6851471.369530.8386330.8380691.060831.701062.430352.817465.662378.366371.920424.8243
focus/samsung/samsung-10212.388681.314432.019290.5162231.075640.5502750.9883321.676762.019292.75244.915995.312675.326553.793954.32434
focus/iphone/iphone-12212.468051.147332.300040.6757021.291210.4648720.896531.684532.300042.975743.846794.81024.912742.588253.91367
focus/iphone/iphone-9212.772762.686141.887490.9415811.815010.9687610.4524080.9459121.887492.760926.655928.271079.824735.960647.81867

Outliers (largest ΔE00)

folderbasenameΔE00previewmetadata (|z|≥3)
focus/samsung/samsung-8 128 12.2515
cropped
original
 no unusual numeric metadata
focus/iphone/iphone-9 135 10.2131
cropped
original
 no unusual numeric metadata
focus/samsung/samsung-9 086 9.0424
cropped
original
 no unusual numeric metadata
focus/iphone/iphone-9 128 8.2711
cropped
original
 no unusual numeric metadata
focus/iphone/iphone-9 127 6.6559
cropped
original
 no unusual numeric metadata
focus/iphone/iphone-9 136 6.5709
cropped
original
 no unusual numeric metadata
focus/samsung/samsung-9 052 5.6624
cropped
original
 no unusual numeric metadata
focus/pixel/pixel-5 089 5.6108
cropped
original
 no unusual numeric metadata
focus/samsung/samsung-10 079 5.3300
cropped
original
 no unusual numeric metadata
focus/samsung/samsung-10 128 5.3127
cropped
original
 no unusual numeric metadata
focus/iphone/iphone-12 051 4.9384
cropped
original
 no unusual numeric metadata
focus/samsung/samsung-10 135 4.9160
cropped
original
 exif.0th.GPSTag=1004 (z=+4.36)
exif.Exif.InteroperabilityTag=1286 (z=+4.36)
focus/iphone/iphone-13 136 4.8486
cropped
original
 no unusual numeric metadata
focus/iphone/iphone-12 066 4.8102
cropped
original
 no unusual numeric metadata
focus/pixel/pixel-8 079 4.7872
cropped
original
 no unusual numeric metadata
focus/iphone/iphone-11 136 4.4161
cropped
original
 no unusual numeric metadata
focus/pixel/pixel-6 033 4.1774
cropped
original
 no unusual numeric metadata
focus/pixel/pixel-6 058 4.1272
cropped
original
 no unusual numeric metadata
focus/pixel/pixel-9 136 4.1039
cropped
original
 no unusual numeric metadata
focus/pixel/pixel-5 079 4.0691
cropped
original
 no unusual numeric metadata
focus/iphone/iphone-10 117 3.9455
cropped
original
 no unusual numeric metadata
focus/pixel/pixel-5 128 3.9187
cropped
original
 no unusual numeric metadata
focus/pixel/pixel-7 089 3.8714
cropped
original
 no unusual numeric metadata
focus/iphone/iphone-12 058 3.8468
cropped
original
 no unusual numeric metadata
focus/iphone/iphone-12 127 3.8166
cropped
original
 no unusual numeric metadata
focus/iphone/iphone-10 086 3.7882
cropped
original
 no unusual numeric metadata
focus/pixel/pixel-6 117 3.7829
cropped
original
 no unusual numeric metadata
focus/iphone/iphone-10 056 3.6835
cropped
original
 no unusual numeric metadata
focus/pixel/pixel-5 135 3.6512
cropped
original